查看購物車
  • Simplified Chinese
  • English
  • Japanese
  • Korean
生物資訊學的AI市場:各解決方案，各用途，各終端用戶，各國，各地區- 產業分析，市場規模，市場佔有率，2023年～2030年預測
市場調查報告書
商品編碼
1320153

生物資訊學的AI市場:各解決方案，各用途，各終端用戶，各國，各地區- 產業分析，市場規模，市場佔有率，2023年～2030年預測

AI in Bioinformatics Market with COVID-19 Impact Analysis, By Solution, By Application, By End User, By Country, and By Region - Industry Analysis, Market Size, Market Share & Forecast from 2023-2030
出版日期: | 出版商: AnalystView Market Insights | 英文 350 Pages | 商品交期: 2-3個工作天內

價格

報告要點

2022年生物資訊學領域的AI市場規模將達到72.675億美元，2023年至2030年複合年增長率為36.1%

生物資訊學中的人工智慧市場 - 市場動態：

分析生物數據的需求不斷增長，預計將推動生物資訊領域對人工智慧的需求。

生物資料通常是多樣的、多方面的且複雜的。在處理如此複雜的資料時，機器學習和深度學習等人工智慧技術非常適合尋找模式、相關性和預測模型。序列比對、基因表現分析和蛋白質結構預測是人工智慧可以支持的活動的例子，而使用傳統方法來實現這些活動是困難或耗時的。隨著組學和下一代定序等高通量技術的進步，生物數據的產生呈指數級增長。為了有效地處理、整合和分析數據，需要管理大型數據集並提取重要的見解。

人工智慧推動的方法對於個人化醫療至關重要，個人化醫療根據遺傳傾向、臨床數據和生活方式因素為個別患者量身定制治療。人工智慧可以檢查患者數據、尋找生物標記、預測疾病結果並建議量身定制的治療方案。結果可能是更有效且改善患者治療效果的集中藥物。

生物資訊學中的人工智慧市場 - 主要見解：

  • 據研究分析師分享的分析，全球生物資訊人工智慧市場預計在預測期內（2023-2030 年）每年將以約 36.1% 的複合年增長率成長。
  • 由於對動物健康和營養的日益關注，生物資訊學領域的人工智慧產業預計將大幅成長。
  • 從應用來看，預計基因組學領域將在 2022 年佔最大的市場佔有率。
  • 從最終用戶來看，到 2030 年，醫療生物技術產業預計將佔很大的市場佔有率。
  • 根據解決方案區隔，軟體區隔市場將在 2022 年佔領先地位。
  • 按地區劃分，2022 年北美地區的收入將位居榜首

生物資訊學中的人工智慧市場 - 區隔分析：

全球生物資訊學人工智慧市場根據解決方案、應用程式、最終用戶和地區進行區隔。

解決方案分為兩類：軟體和服務。軟體部分在市場上佔主導地位。人工智慧技術發展的進步正在促進市場成長。

市場依應用分為九類：基因組學、微陣列、系統生物學、文本挖掘、化學資訊學和藥物設計、蛋白質組學、轉錄組學、DNA 定序等。基因組學領域主導著市場。基因組學研究和開發的增加正在影響市場的成長。

依最終使用者、醫學生物、動物生物、植物生物、法醫生物等。醫療生物技術領域主導市場。生物資訊學領域的人工智慧已成為醫療生物技術領域的推動力，推動區隔市場的成長。

生物資訊學中的人工智慧市場 - 地理洞察：

從地理來看，該市場遍佈北美、拉丁美洲、歐洲、亞太地區和中東非洲地區。這些地區根據其開展業務的國家進一步劃分。

生物資訊領域的人工智慧市場 - 競爭格局：

生物技術解決方案的研發投資不斷增加，影響生物資訊市場的人工智慧。一些軟體技術開發人員被企業用來銷售他們的解決方案，包括企業網站和應用程式。解決方案提供者在多種因素上競爭，包括技術、行銷、聲譽和可用性。公司鞏固其影響力和增加市場佔有率的主要方法和策略包括開發新軟體、研發支出、發展分銷網絡和併購。以下介紹一些最近的趨勢。

最近動態

2022 年 6 月，數據推動醫學領域的領導者 Sophia Genetics 因其基於雲端的 SOPHiA DDM 平台支援的分析能力獲得了 CE-IVD 認證。

研究的主要特點

  • 本研究報告提供了以 2022 年為基準年的生物資訊學人工智慧市場的市場規模、複合年增長率以及估計和預測（2023-2030 年）。
  • 這份研究報告為客戶提供了有關生物資訊市場人工智慧最新趨勢的見解。
  • 該研究報告闡明了各個區隔市場/國家的潛在成長機會，並解釋了生物資訊學市場中人工智慧有吸引力的投資主張矩陣。
  • 總體報告確定了生物資訊學市場人工智慧的新投資機會、現有參與者面臨的挑戰以及永續成長因素。
  • 研究範圍詳細討論了生物資訊學領域的人工智慧市場規模、預測、複合年增長率以及 COVID-19 對市場動態的影響。本報告也詳細介紹了新冠疫情後生物資訊學市場人工智慧的詳細見解。
  • 為了向本報告的使用者提供生物資訊學人工智慧市場的全面了解，本報告還包括了生物資訊學人工智慧市場的競爭格局和關鍵創新者分析。
  • 本報告涵蓋成長前景映射分析，根據市場規模、成長率和吸引力對所有產業領域進行基準測試。
  • 本報告提供了主要市場參與者的詳細公司概況，有助於了解在生物資訊學市場人工智慧領域運營的公司的解決方案和戰略舉措的財務狀況。
  • 此外，該報告還揭示了全球和區域市場主要參與者的重要收購和併購、聯盟和合資企業、新產品發布、研發以及區域擴張。
  • 生物資訊學人工智慧全球市場報告主要針對該行業的各個利益相關者，例如供應商、投資者、新進業者、分銷商和財務分析師。

目錄

第1章 生物資訊學的AI市場概要

  • 調查範圍

第2章 摘要整理

  • 市場明細
  • 競爭考察

第3章 生物資訊學的AI的主要市場趨勢

  • 生物資訊學的AI推動市場要素
  • 生物資訊學的AI阻礙市場要素
  • 生物資訊學的AI市場機會
  • 生物資訊學的AI市場今後趨勢

第4章 生物資訊學的AI的產業研究

  • PEST分析
  • 波特的五力分析
  • 成長預測的製圖
  • 法規結構的分析

第5章 生物資訊學的AI市場:COVID-19影響分析

  • COVID-19前的影響分析
  • COVID-19後的影響分析

第6章 生物資訊學的AI市場形勢

  • 生物資訊學的AI市場佔有率分析，2022年
  • 各主要製造商的明細資料
    • 現有企業的分析
    • 新興企業的分析

第7章 生物資訊學的AI市場-各解決方案

  • 概要
    • 各解決方案市場區隔佔有率分析
    • 軟體
    • 服務

第8章 生物資訊學的AI市場-各用途

  • 概要
    • 各用途的市場區隔佔有率分析
    • 基因學
    • 微陣列
    • 系統生物學
    • 文字探勘
    • 化學資訊學與藥物設計
    • 蛋白質體學
    • 轉錄體學
    • DNA序列測定
    • 其他

第9章 生物資訊學的AI市場-各終端用戶

  • 概要
    • 各終端用戶的市場區隔佔有率分析
    • 醫療生物科技
    • 動物生物科技
    • 植物生物科技
    • 法醫學生物科技
    • 其他

第10章 生物資訊學的AI市場- 各地區

  • 簡介
  • 北美
    • 概要
    • 北美的生物資訊學的AI的主要製造商
    • 美國
    • 加拿大
  • 歐洲
    • 概要
    • 歐洲的生物資訊學的AI的主要製造商
    • 德國
    • 義大利
    • 英國
    • 法國
    • 俄羅斯
    • 荷蘭
    • 瑞典
    • 波蘭
    • 其他
  • 亞太地區(APAC)
    • 概要
    • 亞太地區的生物資訊學的AI的主要製造商
    • 印度
    • 中國
    • 日本
    • 韓國
    • 澳洲
    • 泰國
    • 印尼
    • 菲律賓
    • 其他
  • 南美
    • 概要
    • 南美的生物資訊學的AI的主要製造商
    • 巴西
    • 墨西哥
    • 阿根廷
    • 哥倫比亞
    • 其他
  • 中東和非洲
    • 概要
    • 中東及非洲的生物資訊學的AI的主要製造商
    • 沙烏地阿拉伯
    • 阿拉伯聯合大公國
    • 以色列
    • 土耳其
    • 阿爾及利亞
    • 埃及
    • 其他

第11章 主要供應商分析- 生物資訊學產業上AI

  • 競爭儀表板
  • 企業簡介
    • IBM Watson Health
    • NVIDIA Corporation
    • Microsoft Corporation
    • Illumina, Inc.
    • Amazon Web Services(AWS)
    • DNAnexus
    • 23andMe
    • Databricks
    • Sophia Genetics
    • Tempus
    • Atomwise
    • Recursion Pharmaceuticals
    • BenevolentAI
    • GNS Healthcare
    • Seven Bridges Genomics

第12章 分析師的全方位展望

Product Code: ANV1464

REPORT HIGHLIGHT

AI in Bioinformatics Market size was valued at USD 7,267.5 Million in 2022, expanding at a CAGR of 36.1% from 2023 to 2030.

To analyze and understand biological data, the interdisciplinary field of bioinformatics combines biology, computer science, mathematics, and statistics. In several fields of bioinformatics, insights are extracted from enormous amounts of biological data, data integration is facilitated, and decision-making is supported by AI techniques and algorithms.

AI in Bioinformatics Market- Market Dynamics:

Increasing need to analyze biological data is expected to propel the AI in Bioinformatics demand.

Biological data is frequently varied, multifaceted, and complex. When dealing with such complicated data, AI methods like machine learning and deep learning are well suited to find patterns, correlations, and prediction models. Sequence alignment, gene expression analysis, and protein structure prediction are a few examples of activities that AI can help with, and which would be difficult or time-consuming to complete using conventional techniques. The generation of biological data has grown exponentially because of improvements in high-throughput technologies like omics and next-generation sequencing. Large-scale datasets must be managed, and significant insights must be extracted in order to process, integrate, and analyze data effectively.

In personalized medicine, where therapies are customized to individual patients based on their genetic make-up, clinical data, and lifestyle factors, AI-driven methods are essential. AI can examine patient data, find biomarkers, forecast illness outcomes, and suggest tailored treatment regimens. This may result in focused medicines that are more efficient and improve patient outcomes.

AI in Bioinformatics Market- Key Insights:

  • As per the analysis shared by our research analyst, the global AI in Bioinformatics market is estimated to grow annually at a CAGR of around 36.1% over the forecast period (2023-2030)
  • The AI in Bioinformatics industry is projected to grow at a significant rate due to the growing focus on animal health and nutrition.
  • Based on Application, genomics segment was predicted to show maximum market share in the year 2022.
  • Based on End User, medical biotechnology segment is expected to hold significant market share by 2030.
  • Based on Solution segmentation, software segment was the leading in 2022
  • On the basis of region, North America was the leading revenue generator in 2022.

AI in Bioinformatics Market- Segmentation Analysis:

The Global AI in Bioinformatics Market is segmented on the basis of Solution, Application, End User, and Region.

The market is divided into two categories based on Solution: software and services. The software segment dominates the market. Growing technology development in Ai is contributing to market growth.

The market is divided into nine categories based on Application: Genomics, Microarrays, System Biology, Text Mining, Chemoinformatic & Drug Design, Proteomics, Transcriptomics, DNA Sequencing, and Others. The genomics segment dominates the market. Increasing research & development in genomics is influencing the market growth.

The market is divided into five categories based on End User: medical biotechnology, animal biotechnology, plant biotechnology, forensic Biotechnology, and others. The medical biotechnology segment dominates the market. AI in bioinformatics is gaining traction in medical biotechnology sector, which is increasing the segment growth.

AI in Bioinformatics Market- Geographical Insights:

Geographically, this market is widespread into the regions of North America, Latin America, Europe, Asia Pacific, and the Middle East and Africa. These regions are further divided as per the nations bringing business.

AI in Bioinformatics Market- Competitive Landscape:

Owing to the increasing R&D investment in biotechnology solutions, which influence the AI in Bioinformatics market. Several software technology developers, including corporate websites, and applications, are used by businesses to sell their solutions. Solution providers compete on various factors, such as technology, and marketing. reputation, and availability. Some of the primary techniques, and strategies used by corporations to consolidate their reach and grow their market share include new software development, R&D expenditure, developing its distribution network and mergers & acquisitions. Some of the recent developments are mentioned below.

Recent Developments:

In June 2022, Sophia Genetics, a leader in data-driven medicine, has attained CE-IVD certification for the analytical functionality supported by its cloud-based SOPHiA DDM Platform.

Key features of the study:

  • This proposed research study on AI in Bioinformatics market provides market size (US$ million), compound annual growth rate (CAGR %) and forecast estimation (2023-2030), considering 2022 as the base year
  • The report provides the client the latest up-to-date and trending insights about the AI in Bioinformatics market.
  • The research report elucidates potential growth opportunities across different segments/countries and explains attractive investment proposition matrix for AI in Bioinformatics market
  • The overall report identifies new investment opportunities, challenges faced by established players, and growth factors to sustain in the AI in Bioinformatics market
  • Impact of COVID-19 on AI in Bioinformatics market size, forecast, CAGR, and market dynamics are discussed in detail under the research scope. Detailed insight on AI in Bioinformatics market post-COVID will also be covered.
  • In order to give the users of this report a comprehensive view on the AI in Bioinformatics market, we have also included competitive landscape and key innovator analysis for the AI in Bioinformatics market.
  • The study encompasses a growth prospect mapping analysis, wherein all the industry segments are benchmarked based on their market size, growth rate and attractiveness.
  • The report offers detailed company profiling featuring major market participants which will help users to understand their financial in Solution and strategic initiatives of players operating in the AI in Bioinformatics market.
  • In addition, the report also unveil the important acquisitions & mergers, collaborations & joint ventures, new launch, research & development, regional expansion of major participants involved in the market on global as well as regional level.
  • The global AI in Bioinformatics market report primarily caters to various stakeholders in this industry including suppliers, investors, new entrants, distributors, and financial analysts

SCOPE OF THE REPORT

The scope of this report covers the market by its major segments, which include as follows:

GLOBAL AI IN BIOINFORMATICS MARKET KEY PLAYERS

  • IBM Watson Health
  • NVIDIA Corporation
  • Microsoft Corporation
  • Illumina, Inc.
  • Amazon Web Services (AWS)
  • DNAnexus
  • 23andMe
  • Databricks
  • Sophia Genetics
  • Tempus
  • Atomwise
  • Recursion Pharmaceuticals
  • BenevolentAI
  • GNS Healthcare
  • Seven Bridges Genomics

GLOBAL AI IN BIOINFORMATICS MARKET, BY SOLUTION

  • Software
  • Services

GLOBAL AI IN BIOINFORMATICS MARKET, BY APPLICATION

  • Genomics
  • Microarrays
  • System Biology
  • Text Mining
  • Chemoinformatic & Drug Design
  • Proteomics
  • Transcriptomics
  • DNA Sequencing
  • Others

GLOBAL AI IN BIOINFORMATICS MARKET, BY END USER

  • Medical biotechnology
  • Animal biotechnology
  • Plant biotechnology
  • Forensic biotechnology
  • Others

GLOBAL AI IN BIOINFORMATICS MARKET, BY REGION

  • North America
  • The U.S.
  • Canada
  • Europe
  • Germany
  • France
  • Italy
  • Spain
  • United Kingdom
  • Russia
  • Netherlands
  • Sweden
  • Poland
  • Rest of Europe
  • Asia Pacific
  • India
  • China
  • South Korea
  • Japan
  • Australia
  • Thailand
  • Indonesia
  • Philippines
  • Rest of APAC
  • Latin America
  • Brazil
  • Mexico
  • Argentina
  • Colombia
  • Rest of LATAM
  • The Middle East and Africa
  • Saudi Arabia
  • United Arab Emirates
  • Israel
  • Turkey
  • Algeria
  • Egypt
  • Rest of MEA

Table of Contents

1. AI in Bioinformatics Market Overview

  • 1.1. Study Scope

2. Executive Summary

  • 2.1. Market Snippet
    • 2.1.1. AI in Bioinformatics Market Snippet by Solution
    • 2.1.2. AI in Bioinformatics Market Snippet by Application
    • 2.1.3. AI in Bioinformatics Market Snippet by End User
    • 2.1.4. AI in Bioinformatics Market Snippet by Country
    • 2.1.5. AI in Bioinformatics Market Snippet by Region
  • 2.2. Competitive Insights

3. AI in Bioinformatics Key Market Trends

  • 3.1. AI in Bioinformatics Market Drivers
    • 3.1.1. Impact Analysis of Market Drivers
  • 3.2. AI in Bioinformatics Market Restraints
    • 3.2.1. Impact Analysis of Market Restraints
  • 3.3. AI in Bioinformatics Market Opportunities
  • 3.4. AI in Bioinformatics Market Future Trends

4. AI in Bioinformatics Industry Study

  • 4.1. PEST Analysis
  • 4.2. Porter's Five Forces Analysis
  • 4.3. Growth Prospect Mapping
  • 4.4. Regulatory Framework Analysis

5. AI in Bioinformatics Market: COVID-19 Impact Analysis

  • 5.1. Pre-COVID-19 Impact Analysis
  • 5.2. Post-COVID-19 Impact Analysis
    • 5.2.1. Top Performing Segments
    • 5.2.2. Marginal Growth Segments
    • 5.2.3. Top Looser Segments
    • 5.2.4. Marginal Loss Segments

6. AI in Bioinformatics Market Landscape

  • 6.1. AI in Bioinformatics Market Share Analysis, 2022
  • 6.2. Breakdown Data, by Key Manufacturer
    • 6.2.1. Established Players' Analysis
    • 6.2.2. Emerging Players' Analysis

7. AI in Bioinformatics Market - By Solution

  • 7.1. Overview
    • 7.1.1. Segment Share Analysis, By Solution, 2022 & 2030 (%)
    • 7.1.2. Software
    • 7.1.3. Services

8. AI in Bioinformatics Market - By Application

  • 8.1. Overview
    • 8.1.1. Segment Share Analysis, By Application, 2022 & 2030 (%)
    • 8.1.2. Genomics
    • 8.1.3. Microarrays
    • 8.1.4. System Biology
    • 8.1.5. Text Mining
    • 8.1.6. Chemoinformatic & Drug Design
    • 8.1.7. Proteomics
    • 8.1.8. Transcriptomics
    • 8.1.9. DNA Sequencing
    • 8.1.10. Others

9. AI in Bioinformatics Market - By End User

  • 9.1. Overview
    • 9.1.1. Segment Share Analysis, By Application, 2022 & 2030 (%)
    • 9.1.2. Medical biotechnology
    • 9.1.3. Animal biotechnology
    • 9.1.4. Plant biotechnology
    • 9.1.5. Forensic biotechnology
    • 9.1.6. Others

10. AI in Bioinformatics Market- By Geography

  • 10.1. Introduction
    • 10.1.1. Segment Share Analysis, By Geography, 2022 & 2030 (%)
  • 10.2. North America
    • 10.2.1. Overview
    • 10.2.2. AI in Bioinformatics Key Manufacturers in North America
    • 10.2.3. North America Market Size and Forecast, By Country, 2018 - 2030 (US$ Million)
    • 10.2.4. North America Market Size and Forecast, By Solution, 2018 - 2030 (US$ Million)
    • 10.2.5. North America Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
    • 10.2.6. North America Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 10.2.7. U.S.
      • 10.2.7.1. Overview
      • 10.2.7.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.2.7.3. U.S. Market Size and Forecast, By Solution, 2018 - 2030 (US$ Million)
      • 10.2.7.4. U.S. Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
      • 10.2.7.5. U.S. Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 10.2.8. Canada
      • 10.2.8.1. Overview
      • 10.2.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.2.8.3. Canada Market Size and Forecast, By Solution, 2018 - 2030 (US$ Million)
      • 10.2.8.4. Canada Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
      • 10.2.8.5. Canada Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
  • 10.3. Europe
    • 10.3.1. Overview
    • 10.3.2. AI in Bioinformatics Key Manufacturers in Europe
    • 10.3.3. Europe Market Size and Forecast, By Country, 2018 - 2030 (US$ Million)
    • 10.3.4. Europe Market Size and Forecast, By Solution, 2018 - 2030 (US$ Million)
    • 10.3.5. Europe Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
    • 10.3.6. Europe Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 10.3.7. Germany
      • 10.3.7.1. Overview
      • 10.3.7.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.3.7.3. Germany Market Size and Forecast, By Solution, 2018 - 2030 (US$ Million)
      • 10.3.7.4. Germany Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
      • 10.3.7.5. Germany Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 10.3.8. Italy
      • 10.3.8.1. Overview
      • 10.3.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.3.8.3. Italy Market Size and Forecast, By Solution, 2018 - 2030 (US$ Million)
      • 10.3.8.4. Italy Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
      • 10.3.8.5. Italy Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 10.3.9. United Kingdom
      • 10.3.9.1. Overview
      • 10.3.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.3.9.3. United Kingdom Market Size and Forecast, By Solution, 2018 - 2030 (US$ Million)
      • 10.3.9.4. United Kingdom Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
      • 10.3.9.5. United Kingdom Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 10.3.10. France
      • 10.3.10.1. Overview
      • 10.3.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.3.10.3. France Market Size and Forecast, By Solution, 2018 - 2030 (US$ Million)
      • 10.3.10.4. France Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
      • 10.3.10.5. France Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 10.3.11. Russia
      • 10.3.11.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.3.11.2. Russia Market Size and Forecast, By Solution, 2018 - 2030 (US$ Million)
      • 10.3.11.3. Russia Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
      • 10.3.11.4. Russia Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 10.3.12. Netherlands
      • 10.3.12.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.3.12.2. Netherlands Market Size and Forecast, By Solution, 2018 - 2030 (US$ Million)
      • 10.3.12.3. Netherlands Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
      • 10.3.12.4. Netherlands Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 10.3.13. Sweden
      • 10.3.13.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.3.13.2. Sweden Market Size and Forecast, By Solution, 2018 - 2030 (US$ Million)
      • 10.3.13.3. Sweden Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
      • 10.3.13.4. Sweden Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 10.3.14. Poland
      • 10.3.14.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.3.14.2. Poland Market Size and Forecast, By Solution, 2018 - 2030 (US$ Million)
      • 10.3.14.3. Poland Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
      • 10.3.14.4. Poland Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 10.3.15. Rest of Europe
      • 10.3.15.1. Overview
      • 10.3.15.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.3.15.3. Rest of the Europe Market Size and Forecast, By Solution, 2018 - 2030 (US$ Million)
      • 10.3.15.4. Rest of the Europe Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
      • 10.3.15.5. Rest of the Europe Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
  • 10.4. Asia Pacific (APAC)
    • 10.4.1. Overview
    • 10.4.2. AI in Bioinformatics Key Manufacturers in Asia Pacific
    • 10.4.3. Asia Pacific Market Size and Forecast, By Country, 2018 - 2030 (US$ Million)
    • 10.4.4. Asia Pacific Market Size and Forecast, By Solution, 2018 - 2030 (US$ Million)
    • 10.4.5. Asia Pacific Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
    • 10.4.6. Asia Pacific Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 10.4.7. India
      • 10.4.7.1. Overview
      • 10.4.7.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.4.7.3. India Market Size and Forecast, By Solution, 2018 - 2030 (US$ Million)
      • 10.4.7.4. India Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
      • 10.4.7.5. India Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 10.4.8. China
      • 10.4.8.1. Overview
      • 10.4.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.4.8.3. China Market Size and Forecast, By Solution, 2018 - 2030 (US$ Million)
      • 10.4.8.4. China Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
      • 10.4.8.5. China Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 10.4.9. Japan
      • 10.4.9.1. Overview
      • 10.4.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.4.9.3. Japan Market Size and Forecast, By Solution, 2018 - 2030 (US$ Million)
      • 10.4.9.4. Japan Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
      • 10.4.9.5. Japan Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 10.4.10. South Korea
      • 10.4.10.1. Overview
      • 10.4.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.4.10.3. South Korea Market Size and Forecast, By Solution, 2018 - 2030 (US$ Million)
      • 10.4.10.4. South Korea Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
      • 10.4.10.5. South Korea Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 10.4.11. Australia
      • 10.4.11.1. Overview
      • 10.4.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.4.11.3. Australia Market Size and Forecast, By Solution, 2018 - 2030 (US$ Million)
      • 10.4.11.4. Australia Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
      • 10.4.11.5. Australia Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 10.4.12. Thailand
      • 10.4.12.1. Overview
      • 10.4.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.4.12.3. Thailand Market Size and Forecast, By Solution, 2018 - 2030 (US$ Million)
      • 10.4.12.4. Thailand Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
      • 10.4.12.5. Thailand Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 10.4.13. Indonesia
      • 10.4.13.1. Overview
      • 10.4.13.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.4.13.3. Indonesia Market Size and Forecast, By Solution, 2018 - 2030 (US$ Million)
      • 10.4.13.4. Indonesia Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
      • 10.4.13.5. Indonesia Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 10.4.14. Philippines
      • 10.4.14.1. Overview
      • 10.4.14.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.4.14.3. Philippines Market Size and Forecast, By Solution, 2018 - 2030 (US$ Million)
      • 10.4.14.4. Philippines Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
      • 10.4.14.5. Philippines Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 10.4.15. Rest of APAC
      • 10.4.15.1. Overview
      • 10.4.15.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.4.15.3. Rest of APAC Market Size and Forecast, By Solution, 2018 - 2030 (US$ Million)
      • 10.4.15.4. Rest of APAC Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
      • 10.4.15.5. Rest of APAC Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
  • 10.5. Latin America
    • 10.5.1. Overview
    • 10.5.2. AI in Bioinformatics Key Manufacturers in Latin America
    • 10.5.3. Latin America Market Size and Forecast, By Country, 2018 - 2030 (US$ Million)
    • 10.5.4. Latin America Market Size and Forecast, By Solution, 2018 - 2030 (US$ Million)
    • 10.5.5. Latin America Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
    • 10.5.6. Latin America Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 10.5.7. Brazil
      • 10.5.7.1. Overview
      • 10.5.7.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.5.7.3. Brazil Market Size and Forecast, By Solution, 2018 - 2030 (US$ Million)
      • 10.5.7.4. Brazil Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
      • 10.5.7.5. Brazil Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 10.5.8. Mexico
      • 10.5.8.1. Overview
      • 10.5.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.5.8.3. Mexico Market Size and Forecast, By Solution, 2018 - 2030 (US$ Million)
      • 10.5.8.4. Mexico Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
      • 10.5.8.5. Mexico Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 10.5.9. Argentina
      • 10.5.9.1. Overview
      • 10.5.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.5.9.3. Argentina Market Size and Forecast, By Solution, 2018 - 2030 (US$ Million)
      • 10.5.9.4. Argentina Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
      • 10.5.9.5. Argentina Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 10.5.10. Colombia
      • 10.5.10.1. Overview
      • 10.5.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.5.10.3. Colombia Market Size and Forecast, By Solution, 2018 - 2030 (US$ Million)
      • 10.5.10.4. Colombia Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
      • 10.5.10.5. Colombia Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 10.5.11. Rest of LATAM
      • 10.5.11.1. Overview
      • 10.5.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.5.11.3. Rest of LATAM Market Size and Forecast, By Solution, 2018 - 2030 (US$ Million)
      • 10.5.11.4. Rest of LATAM Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
      • 10.5.11.5. Rest of LATAM Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
  • 10.6. Middle East and Africa
    • 10.6.1. Overview
    • 10.6.2. AI in Bioinformatics Key Manufacturers in Middle East and Africa
    • 10.6.3. Middle East and Africa Market Size and Forecast, By Country, 2018 - 2030 (US$ Million)
    • 10.6.4. Middle East and Africa Market Size and Forecast, By Solution, 2018 - 2030 (US$ Million)
    • 10.6.5. Middle East and Africa Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
    • 10.6.6. Middle East and Africa Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 10.6.7. Saudi Arabia
      • 10.6.7.1. Overview
      • 10.6.7.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.6.7.3. Saudi Arabia Market Size and Forecast, By Solution, 2018 - 2030 (US$ Million)
      • 10.6.7.4. Saudi Arabia Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
      • 10.6.7.5. Saudi Arabia Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 10.6.8. United Arab Emirates
      • 10.6.8.1. Overview
      • 10.6.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.6.8.3. United Arab Emirates Market Size and Forecast, By Solution, 2018 - 2030 (US$ Million)
      • 10.6.8.4. United Arab Emirates Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
      • 10.6.8.5. United Arab Emirates Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 10.6.9. Israel
      • 10.6.9.1. Overview
      • 10.6.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.6.9.3. Israel Market Size and Forecast, By Solution, 2018 - 2030 (US$ Million)
      • 10.6.9.4. Israel Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
      • 10.6.9.5. Israel Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 10.6.10. Turkey
      • 10.6.10.1. Overview
      • 10.6.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.6.10.3. Turkey Market Size and Forecast, By Solution, 2018 - 2030 (US$ Million)
      • 10.6.10.4. Turkey Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
      • 10.6.10.5. Turkey Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 10.6.11. Algeria
      • 10.6.11.1. Overview
      • 10.6.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.6.11.3. Algeria Market Size and Forecast, By Solution, 2018 - 2030 (US$ Million)
      • 10.6.11.4. Algeria Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
      • 10.6.11.5. Algeria Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 10.6.12. Egypt
      • 10.6.12.1. Overview
      • 10.6.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.6.12.3. Egypt Market Size and Forecast, By Solution, 2018 - 2030 (US$ Million)
      • 10.6.12.4. Egypt Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
      • 10.6.12.5. Egypt Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 10.6.13. Rest of MEA
      • 10.6.13.1. Overview
      • 10.6.13.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.6.13.3. Rest of MEA Market Size and Forecast, By Solution, 2018 - 2030 (US$ Million)
      • 10.6.13.4. Rest of MEA Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
      • 10.6.13.5. Rest of MEA Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)

11. Key Vendor Analysis- AI in Bioinformatics Industry

  • 11.1. Competitive Dashboard
  • 11.2. Company Profiles
    • 11.2.1. IBM Watson Health
    • 11.2.2. NVIDIA Corporation
    • 11.2.3. Microsoft Corporation
    • 11.2.4. Illumina, Inc.
    • 11.2.5. Amazon Web Services (AWS)
    • 11.2.6. DNAnexus
    • 11.2.7. 23andMe
    • 11.2.8. Databricks
    • 11.2.9. Sophia Genetics
    • 11.2.10. Tempus
    • 11.2.11. Atomwise
    • 11.2.12. Recursion Pharmaceuticals
    • 11.2.13. BenevolentAI
    • 11.2.14. GNS Healthcare
    • 11.2.15. Seven Bridges Genomics

12. 360 Degree Analyst View

13. Appendix

  • 13.1. Research Methodology
  • 13.2. References
  • 13.3. Abbreviations
  • 13.4. Disclaimer
  • 13.5. Contact Us

List of Tables

  • TABLE List of data sources
  • TABLE Market drivers; Impact Analysis
  • TABLE Market restraints; Impact Analysis
  • TABLE AI in Bioinformatics Market: Solution Snapshot (2022)
  • TABLE Segment Dashboard; Definition and Scope, by Solution
  • TABLE Global AI in Bioinformatics Market, by Solution 2018-2030 (USD Million)
  • TABLE AI in Bioinformatics Market: Application Snapshot (2022)
  • TABLE Segment Dashboard; Definition and Scope, by Application
  • TABLE Global AI in Bioinformatics Market, by Application 2018-2030 (USD Million)
  • TABLE AI in Bioinformatics Market: Regional snapshot (2022)
  • TABLE AI in Bioinformatics Market: End User Snapshot (2022)
  • TABLE Segment Dashboard; Definition and Scope, by End User
  • TABLE Global AI in Bioinformatics Market, by End User 2018-2030 (USD Million)
  • TABLE Segment Dashboard; Definition and Scope, by Region
  • TABLE Global AI in Bioinformatics Market, by Region 2018-2030 (USD Million)
  • TABLE North America AI in Bioinformatics Market, by Country, 2018-2030 (USD Million)
  • TABLE North America AI in Bioinformatics Market, by Solution, 2018-2030 (USD Million)
  • TABLE North America AI in Bioinformatics Market, by Application, 2018-2030 (USD Million)
  • TABLE North America AI in Bioinformatics Market, by End User, 2018-2030 (USD Million)
  • TABLE Europe AI in Bioinformatics Market, by Country, 2018-2030 (USD Million)
  • TABLE Europe AI in Bioinformatics Market, by Solution, 2018-2030 (USD Million)
  • TABLE Europe AI in Bioinformatics Market, by Application, 2018-2030 (USD Million)
  • TABLE Europe AI in Bioinformatics Market, by End User, 2018-2030 (USD Million)
  • TABLE Asia Pacific AI in Bioinformatics Market, by Country, 2018-2030 (USD Million)
  • TABLE Asia Pacific AI in Bioinformatics Market, by Solution, 2018-2030 (USD Million)
  • TABLE Asia Pacific AI in Bioinformatics Market, by Application, 2018-2030 (USD Million)
  • TABLE Asia Pacific AI in Bioinformatics Market, by End User, 2018-2030 (USD Million)
  • TABLE Latin America AI in Bioinformatics Market, by Country, 2018-2030 (USD Million)
  • TABLE Latin America AI in Bioinformatics Market, by Solution, 2018-2030 (USD Million)
  • TABLE Latin America AI in Bioinformatics Market, by Application, 2018-2030 (USD Million)
  • TABLE Latin America AI in Bioinformatics Market, by End User, 2018-2030 (USD Million)
  • TABLE Middle East and Africa AI in Bioinformatics Market, by Country, 2018-2030 (USD Million)
  • TABLE Middle East and Africa AI in Bioinformatics Market, by Solution, 2018-2030 (USD Million)
  • TABLE Middle East and Africa AI in Bioinformatics Market, by Application, 2018-2030 (USD Million)
  • TABLE Middle East and Africa AI in Bioinformatics Market, by End User, 2018-2030 (USD Million)

List of Figures

  • FIGURE AI in Bioinformatics Market Segmentation
  • FIGURE Market research methodology
  • FIGURE Value chain analysis
  • FIGURE Porter's Five Forces Analysis
  • FIGURE Market Attractiveness Analysis
  • FIGURE COVID-19 Impact Analysis
  • FIGURE Pre & Post COVID-19 Impact Comparision Study
  • FIGURE Competitive Landscape; Key company market share analysis, 2022
  • FIGURE Solution segment market share analysis, 2022 & 2030
  • FIGURE Solution segment market size forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Application segment market share analysis, 2022 & 2030
  • FIGURE Application segment market size forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE End User segment market share analysis, 2022 & 2030
  • FIGURE End User segment market size forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Regional segment market share analysis, 2022 & 2030
  • FIGURE Regional segment market size forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE North America AI in Bioinformatics Market share and leading players, 2022
  • FIGURE Europe AI in Bioinformatics Market share and leading players, 2022
  • FIGURE Asia Pacific AI in Bioinformatics Market share and leading players, 2022
  • FIGURE Latin America AI in Bioinformatics Market share and leading players, 2022
  • FIGURE Middle East and Africa AI in Bioinformatics Market share and leading players, 2022
  • FIGURE North America market share analysis by country, 2022
  • FIGURE U.S. AI in Bioinformatics Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Canada AI in Bioinformatics Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Europe AI in Bioinformatics Market share analysis by country, 2022
  • FIGURE Germany AI in Bioinformatics Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Spain AI in Bioinformatics Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Italy AI in Bioinformatics Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE France AI in Bioinformatics Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE UK AI in Bioinformatics Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Russia AI in Bioinformatics Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Netherlands AI in Bioinformatics Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Sweden AI in Bioinformatics Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Poland AI in Bioinformatics Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Rest of the Europe AI in Bioinformatics Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Asia Pacific AI in Bioinformatics Market share analysis by country, 2022
  • FIGURE India AI in Bioinformatics Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE China AI in Bioinformatics Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Japan AI in Bioinformatics Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE South Korea AI in Bioinformatics Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Australia AI in Bioinformatics Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Thailand AI in Bioinformatics Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Indonesia AI in Bioinformatics Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Phillipines AI in Bioinformatics Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Rest of APAC AI in Bioinformatics Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Latin America AI in Bioinformatics Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Latin America AI in Bioinformatics Market share analysis by country, 2022
  • FIGURE Brazil AI in Bioinformatics Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Mexico AI in Bioinformatics Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Argentina AI in Bioinformatics Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Colombia AI in Bioinformatics Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Rest of LATAM AI in Bioinformatics Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Middle East and Africa AI in Bioinformatics Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Middle East and Africa AI in Bioinformatics Market share analysis by country, 2022
  • FIGURE Saudi Arabia AI in Bioinformatics Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE United Arab Emirates AI in Bioinformatics Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Israel AI in Bioinformatics Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Turkey AI in Bioinformatics Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Algeria AI in Bioinformatics Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Egypt AI in Bioinformatics Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Rest of MEA AI in Bioinformatics Market size, forecast and trend analysis, 2018 to 2030 (USD Million)